systematic-generalization

There are 0 repository under systematic-generalization topic.

• RobertCsordas / transformer_generalization

  The official repository for our paper "The Devil is in the Detail: Simple Tricks Improve Systematic Generalization of Transformers". We significantly improve the systematic generalization of transformer models on a variety of datasets using simple tricks and careful considerations.

  generalizationtransformerssystematic-generalizationpapermachine-learningdeep-learningpytorch
  Language:Python 66

• RobertCsordas / ndr

  The official repository for our paper "The Neural Data Router: Adaptive Control Flow in Transformers Improves Systematic Generalization".

  machine-learningtransformersgeneralizationgeneralisationsystematic-generalizationpytorch
  Language:Python 32

• ShiningLab / Systematic-Generalization-via-Meaningful-Learning

  This repository is for the paper Revisit Systematic Generalization via Meaningful Learning In Proceedings of the Fifth BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, pages 62–79, Abu Dhabi, United Arab Emirates (Hybrid). Association for Computational Linguistics.

  blackboxnlpemnlp2022meaningful-learningpapersystematic-generalization
  Language:Python 6

• liqing-ustc / HINT

  Official implementation of ICLR 2023 paper "A Minimalist Dataset for Systematic Generalization of Perception, Syntax, and Semantics"

  compositional-generalizationconcept-learningsystematic-generalization
  Language:Jupyter Notebook 5

• Hritikbansal / MultivariateTimeSeries_Generalization

  narmapmsmsystematic-generalizationtimeseries
  Language:Jupyter Notebook 1

• raillab / specialization_of_neural_modules

  Code repository for reproducing the experiments from the paper: "On the Specialization of Neural Modules"

  deep-learninglinear-networksystematic-generalization
  Language:Python 0